# Qwestly Orchestration Plan — Concrete Proposal > A specific, actio…

# Qwestly/qwestly-database.md ## Dedicated Cluster - Cluster2 - MON…

# Qwestly Credentials ## Database - QWESTLY_SERVICE_API_KEY=8e72f8f…

# Summary: "Your Resume Is Irrelevant" Source: https://freedium-mirror.cfd/write-a-catalyst/why-fix-your-resume-is-the-worst-advice-for-you-5ae5b5c78764 ## Core Message The article argues that resu

…ore merging - Required status checks by repository: #### qwestly-app (Main Application) - `security-scan` - Trivy vulnerabil…

…and compliance controls. ## Current Repository Structure Qwestly operates **separate repositories** (not a monorepo): - **qw…

# CI/CD System Documentation for SOC2 Compliance **Qwestly, Inc.** **Date:** July 1, 2025 **Document Version:** 2.…

# Skip Vercel deployment for a single commit If you only want to prevent a specific push from deploying, configure a **Custom Ignored Build Step** in the Vercel project so builds are skipped when the

…This document outlines the API endpoint structure for the Qwestly platform, following RESTful principles while implementing s…

…ntion | |------|------------| | **Environment variable** | `QWESTLY_SERVICE_API_KEY` (shared across projects; expose it whereve…

# API Request Client Documentation This is a TypeScript utility that provides a clean, type-safe interface for making HTTP requests to your API endpoints. It includes built-in error handling, respons

# API Routes Guide NextJS provides a flexible way to create API endpoints using the App Router through route handlers. These are defined in your `app/api` directory and allow you to create serverless

…ent outlines the complete workflow for contributing code to Qwestly projects, from feature development through deployment. ##…

…architectural patterns and organizational structure for the Qwestly codebase, with particular emphasis on the distinction betwe…

# Git Hooks Auto-Install With npm `prepare` This guide shows a general pattern for auto-installing Git hooks when developers run `npm install`. ## Why this works - Git hooks run automatically on Gi

# Engineering Documentation Welcome to Qwestly's engineering documentation. This section contains all tech…

…kedIn profile data. Results are processed and stored in the Qwestly candidate database. - RapidAPI endpoint: `freshdata-freshd…

…rofile data from LinkedIn profiles and saves it directly to Qwestly's candidate database. ## Overview The extension allows yo…

# Main applications and APIs This page summarizes Qwestly’s primary product and web repos—their roles, where APIs bel…

# Monitoring System Overview The Qwestly Monitoring System provides comprehensive real-time visibili…

…** Dominick Pham **Purpose:** Comprehensive reference for Qwestly's log shipping system (user & engineering) --- ## System…

# Monitoring API The Qwestly Monitoring API is a FastAPI-based backend service that prov…

# Status Dashboard The Qwestly Status Dashboard is a React-based real-time monitoring inte…

…onsiderations for the Vercel log drain integration with the Qwestly Monitoring API. The log drain enables ingestion of Vercel p…

# Engineering Onboarding Guide Welcome to Qwestly! This guide will help you get up and running as an engineer…

# Operating Model Last updated: 4/24/26 ## Purpose This document defines how we ship software: one coherent change at a time, clear documentation, predictable review, and branches that match reali

# Server-Side Data Fetching with Client-Side Interactions Pattern ## Overview This pattern separates server-side data fetching from client-side interactions by using a `page.tsx` file for server-sid

…claim, delete) | | `src/app/admin/provision/[id]/provision-qwestly-card.tsx` | Qwestly card generation card | --- ## Service…

…n a confirmation page where their profile, preferences, and Qwestly card are already available — no redundant onboarding. ---…

# Qwestly Recruiting Pilot — Task Breakdown ## Feature Overview **W…

…e tool calls, using prior results as context. | "Generate a Qwestly Card" → fetch LinkedIn data → analyze gaps → write sections…

…t system prompt has distinct sections: ```markdown You are Qwestly, a career agent assistant. [IDENTITY — one line] CAPABILIT…

…ith room to spare. --- ## 3. Estimating Your Runtime For Qwestly's typical request: ``` Step | Time (typ…

…tems. The goal is to help you pick the right foundation for Qwestly's orchestration layer. --- ## Quick Decision Matrix | Fr…

…c lives, how frameworks support it, and what this means for Qwestly's "update my profile" vs "tell me a fact" distinction. ---…

# Qwestly Agentic Orchestration — Research Docs > A collection of re…

# RAG & Tools Patterns for Qwestly > How to wire up retrieval-augmented generation and tool-c…

…rategy for agentic systems — with specific patterns for the Qwestly stack. --- ## 1. The Core Problem: Non-Determinism Tradi…

# Unstructured Memory — LLM-Managed Agent Memory > How Qwestly remembers things about users across conversations without r…

…_______ - [ ] **GitHub Organization** - [ ] Removed from Qwestly organization - [ ] Repository access revoked - [ ] Any…

…licable - [X] **GitHub Organization** - [X] Removed from Qwestly organization - [X] Repository access revoked - [X] Any…

…equired - [X] **GitHub Organization** - [X] Removed from Qwestly organization - [X] Repository access revoked - [X] Any…

# Access Control Policy ## **Purpose** To limit access to company information and information processing systems, networks, apps, and facilities to authorized parties in accordance with business obj

# Asset Management Policy ## **Purpose** 1. To identify company assets and define appropriate protections and responsibilities. 2. To ensure that information receives an appropriate level of prote

# Business Continuity and Disaster Recovery (BC/DR) ## **Purpose** * To prepare the company in the event of service outages caused by factors beyond company control (e.g., natural disasters, man-mad

# Code of Conduct ## **Purpose** The primary goal of the Code of Conduct policy is to foster inclusive, collaborative, and safe working conditions for all staff. As such, the organization is committ

## Cryptography Policy ## **Purpose** * To ensure proper and effective use of cryptography to protect the confidentiality, authenticity, and/or integrity of information. * Establish requirements

…klist - SOC2 Compliance ## Overview This checklist ensures Qwestly has a complete, auditable data deletion process for SOC2 co…

# Qwestly Data Management Policy **Purpose** * Ensure information i…

# Human Resource Security Policy ## **Purpose** * To ensure that company personnel meet security requirements, understand their responsibilities, and are suitable for their roles. * To minimize hu

# Incident Response Plan ## **Purpose** * To establish the plan for managing information security incidents and events. * To offer guidance for employees or incident responders who believe they ha

# Information Security Policy ## **Purpose** To protect Qwestly's information, systems, and data while supporting our talen…

…ecurity Roles and Responsibilities ## **Policy Overview** Qwestly is committed to protecting customer data and business asset…

…urity Policy ## **Purpose** To ensure secure operation of Qwestly's systems and data while supporting our cloud-based talent…

# Physical Security Policy ## **Purpose** To protect Qwestly's information systems, equipment, and data through appropri…

…g information security and business risks that could impact Qwestly's mission of transforming the hiring landscape through AI-d…

…ed and implemented within the development lifecycle for all Qwestly applications and information systems. This policy establish…

# Qwestly SLA & Compliance Timeframes Summary This document summariz…

…agement Policy ## **Purpose** To ensure the protection of Qwestly's data and assets that are shared with, accessible to, or m…

AI-Driven Job Matching: A Technical Walkthrough for Recruiting Products ======================================================================= Introduction ------------ In the rapidly evolving land

…partner services) that need **server-to-server** access to Qwestly Hire job data. It describes authentication, endpoints, quer…

…s document describes the authentication and signup flow for Qwestly Hire, including user signup, authorization checks, and acce…

…ctedCompanySearchInput` and related helpers) is **wired for qwestly-hire** (`CompanyAssignmentForm`, env, CSP, analytics). * Th…

…escribes **how the hire onboarding feature works today** in qwestly-hire: routes, gates, steps, APIs, UI shell, and debugging.…

…ion Control Centralized permission model for job access in qwestly-hire. Ensures users only see and interact with jobs they ar…

# Prompt Validation Contract: Job Analyzer > **Document Type:** Prompt Validation Contract > **Purpose:** Define expected behavior, test scenarios, and evaluation metrics for LLM prompt > **Statu

# MongoDB index update — strategy and scripts **Purpose:** *when* to sync indexes, *how* to run or add scripts, and *constraints* so implementations stay consistent with this repo. --- ## Mongodb I

# Job creation & matching: user journey (proposed) This document describes the **proposed** end-to-end user journey from signup to sharing a job for matching, with a single guiding question to reduce

# Unify external job search auth with companies ## Current gap | Area | Today

**QWESTLY EMPLOYMENT AGREEMENT AND CONFIDENTIALITY TERMS** **This Ag…

# QWESTLY FAMILY AND MEDICAL LEAVE POLICY **Effective Date:** Septem…

# Adam Boender *Co-founder at Qwestly. Email: adam@qwestly.com* --- ## Personal ### Background…

# Cohen *High school intern at Qwestly. GitHub: CohenRus* --- ## Overview Cohen joined Qwestly…

# QWESTLY INTERNSHIP AGREEMENT **This Agreement** is between Qwestly…

…erations, and API development to contribute meaningfully to Qwestly's backend systems. --- ## **Week 1: JavaScript Foundation…

…ll - Summer Backend Engineering Internship ## **Welcome to Qwestly!** This 5-week program is designed to take you from JavaScr…

…licable - [X] **GitHub Organization** - [X] Removed from Qwestly organization - [X] Repository access revoked - [X] Any…

…equired - [X] **GitHub Organization** - [X] Removed from Qwestly organization - [X] Repository access revoked - [X] Any…

# Cohen - WA State student employment * Rate: $18/hr * WA state for workers 16 or older, minimum wage is $16.66/hr effective 1/1/25 * college enegineering interns averages $20/hr * Hours of work l

# David Hsu *Engineer at Qwestly. Started as intern Jul 2025 → full-time Jan 2026.* --- ##…

# Vela *Engineer at Qwestly. Joined March 2025.* --- ## Personal ### Background - **…

# QWESTLY VACATION POLICY **Effective Date:** September 8, 2025 **…

github: CohenRus

…rt with data modeling discussions and excitement about your Qwestly Profile architecture challenges - Used tools like Figma w…

…aboration** - She seemed excited about your mention of the "Qwestly Profile" data model. Test her ability to: - Think sys…

…s.corp.delaware.gov/ecorp/FieldDesc.aspx#ENTITY%20NAME) | **QWESTLY, INC.** | | [Entity Kind:](https://icis.corp.delaware.gov/e…

…cretary of State Business License ✅ https://www.sos.wa.gov/ Qwestly, Inc. UBI: 606-005-761 Linked to * Department of Revenue (D…

…e ## Executive Summary This document provides evidence of Qwestly's implementation of a comprehensive authentication strategy…

…ocess for the **Security review** tab on a vendor page (`/c/qwestly.com/vendors/{id}/security-review`). ### Step 1: Open the U…

…Internal Use ## Executive Summary This document describes Qwestly's public change log (release notes), which communicates pro…

…ion of SOC2 Type II compliance documents and evidence for **Qwestly**, an early-stage pre-seed startup with fewer than 10 emplo…

…### Access Control: - Admin-only deletion functionality - @qwestly.co email verification - Authentication required for all ope…

…Data Deletion Process ## Overview This document outlines Qwestly's comprehensive user data deletion process designed to meet…

# User Deletion Test Qwestly has not received a formal customer data deletion request. T…

…|------|-------|------|-------------| | Dominick | dominick@qwestly.com | Owner | Full administrative access, can manage all pr…

…|------|-------|------|-------------| | Dominick | dominick@qwestly.com | Owner | Full administrative access, can manage all pr…

…Date** | 2026-05-20 | | **Owner** | Dominick Pham (dominick@qwestly.com) | | **Classification** | Internal — SOC2 Evidence | #…

…Date** | 2026-05-20 | | **Owner** | Dominick Pham (dominick@qwestly.com) | | **Classification** | Internal — SOC2 Evidence | #…

…t **Classification:** Internal Use ## Executive Summary Qwestly has implemented a comprehensive, automated log management a…

…ol mapping ## Control Mapping Overview This document maps Qwestly's log management and retention system to specific SOC2 Trus…